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001452192 001__ 1452192
001452192 003__ OCoLC
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001452192 019__ $$a1356797031$$a1357015286
001452192 020__ $$a9783031232367$$q(electronic bk.)
001452192 020__ $$a3031232364$$q(electronic bk.)
001452192 020__ $$z9783031232350
001452192 020__ $$z3031232356
001452192 0247_ $$a10.1007/978-3-031-23236-7$$2doi
001452192 035__ $$aSP(OCoLC)1360323575
001452192 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dEBLCP$$dYDX$$dOCLCQ$$dBRX$$dN$T
001452192 049__ $$aISEA
001452192 050_4 $$aQA402.5$$b.I58 2022
001452192 08204 $$a519.6$$223/eng/20230110
001452192 1112_ $$aInternational Conference on Optimization, Learning Algorithms and Applications$$n(2nd :$$d2022 :$$cPóvoa de Varzim, Portugal)
001452192 24510 $$aOptimization, learning algorithms and applications :$$bSecond International Conference, OL2A 2022, Póvoa de Varzim, Portugal, October 24-25, 2022, proceedings /$$cAna I. Pereira, Andrej Košir, Florbela P. Fernandes, Maria F. Pacheco, João P. Teixeira, Rui P. Lopes (eds.).
001452192 264_1 $$aCham :$$bSpringer,$$c[2023]
001452192 300__ $$a1 online resource (830 pages) :$$billustrations.
001452192 336__ $$atext$$btxt$$2rdacontent
001452192 337__ $$acomputer$$bc$$2rdamedia
001452192 338__ $$aonline resource$$bcr$$2rdacarrier
001452192 4901_ $$aCommunications in computer and information science ;$$v1754
001452192 504__ $$aIncludes bibliographical references.
001452192 5050_ $$aMachine and Deep Learning -- Techniques to Reject Atypical Patterns -- Development of an Analog Acquisition and Conditioning Circuit of Surface Electromyogram and Electrocardiogram Signals -- Methodology Applied to the Development of Sensor Architectures Dedicated to Unmanned Aerial Vehicles -- Is Diabetic Retinopathy Grading Biased by Imbalanced Datasets? -- Attention Mechanism for Classification of Melanomas -- Volume Estimation of an Indoor Space with LiDAR Scanner -- Good Practices in the Management of Virtual Environments with Emphasis on Security -- A Rule Based Procedural Content Generation System -- A Hybrid Approach to Operational Planning in Home Health Care -- Multi VLAN Visualization in Network Management -- A Review of Dynamic Difficulty Adjustment Methods for Serious Games -- Anxiety Monitoring System: A Preliminary Approach -- Optimization -- Statistical Analysis of Voice Parameters in Healthy Sub-jects and with Vocal Pathologies - HNR -- Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study -- Traffic Light Optimization of an Intersection: a Portuguese Case Study -- Combined Optimization and Regression Machine Learning for Solar Irradiation and Wind Speed Forecasting -- An Improved Multi-Threaded Implementation of the MCSFilter Optimization Algorithm -- Integer Programming Applied to Wireless Sensor Networks Topology Optimization -- Two Clustering Methods for Measuring Plantar Temperature Changes in Thermal Images -- A Multi-objective Approach for the Menu Planning Problem: a Brazilian Case Study -- Artificial Intelligence -- Stock-Pred: The LSTM Prophet of the Stock Market -- Confidence-Based Algorithm Parameter Tuning with Dynamic Resampling -- Classification of Leftovers from the Stock Cutting Process -- Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks -- Long-Term Person Reidentification: Challenges and Outlook -- Sentiment Analysis applied to IBOVESPA Prediction -- F0, LPC, and MFCC Analysis for Emotion Recognition Based on Speech -- Solanum lycopersicum - Fusarium oxysporum Fo47 Interaction Study using ML Classifiers in Transcriptomic Data -- Smart Data Driven System for Pathological Voices Classification -- Gene Expression Analysis of Solanum lycopersicum - Bacillus megaterium Interaction to Identify Informative Genes using Machine Learning Classifiers -- A Kernel Clustering Algorithm Based on Diameters -- Forecasting Omicron Variant of Covid-19 with ANN Model in European Countries Number of Cases, Deaths, and ICU patients -- Anomaly Detection using Smart Shirt and Machine Learning: A Systematic Review -- Decision Making System to Support the Cost of Ordered Products -- Optimization in Control Systems Design -- Analysis of Topological Characteristics Impacting the Allocation of Controllers in a SD-WAN Network: RNP Case -- A Hybrid Approach GABC-LS to Solve mTSP -- On the Complexity of a Linear Programming Predictor-Corrector Algorithm using the Two Norm Neighborhood -- Modelling and Control of a Retrofitted Oven for SMD Reflow -- Measurements with the Internet of Things -- Investigation of the Partial Discharges in the High Voltage Measurement Transformers -- Smart Systems for Monitoring Buildings - An IoT Application -- Map Coverage of LoRaWAN signal's Employing GPS from Mobile Devices -- Node Assembly for Waste Levels Measurement: Embrace the Smart City -- Trends in Engineering Education -- Data Analysis Techniques Applied to the MathE Database -- Evolution of Soft Skills for Engineering Education in the Digital Era -- Communication in Educational Robots: From Coordination to IoT Systems -- Educational Testbed in the context of Industry 4.0 and 5.0: Literature Review -- Advances and Optimization in Cyber-Physical Systems -- Adaptive Environment System to Manage Comfort Preferences and Conflicts -- Asynchronous and Distributed Multi-agent Systems: an Approach through Actor Model -- Stock Management Improvement in a Nursing Ward using Lean Approach and Mathematical Modelling -- Monitoring Electrical and Operational Parameters of a Stamping Machine for Failure Prediction -- Computer vision based on learning algorithms -- Super-Resolution Face Recognition: an Approach Using Generative Adversarial Networks and Joint-Learn -- Image Processing of Petri Dishes for Counting Microorganisms -- Caenorhabditis Elegans Detection using YOLOv5 and Faster R-CNN Networks -- Object Detection for Indoor Localization System -- Classification of Facial Expressions under Partial Occlusion for VR Games -- Machine Learning to Identify Olive-tree Cultivars.
001452192 506__ $$aAccess limited to authorized users.
001452192 520__ $$aThis book constitutes the proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications, OL2A 2022, held in Braganca, Portugal, in October 2022. The 53 full papers and 3 short papers were thoroughly reviewed and selected from 145 submissions. They are organized in the topical sections on Machine and Deep Learning; Optimization; Artificial Intelligence; Optimization in Control Systems Design; Measurements with the Internet of Things; Trends in Engineering Education; Advances and Optimization in Cyber-Physical Systems; and Computer vision based on learning algorithms.
001452192 588__ $$aDescription based on print version record.
001452192 650_0 $$aMathematical optimization$$vCongresses.
001452192 650_0 $$aComputer algorithms$$vCongresses.
001452192 655_0 $$aElectronic books.
001452192 7001_ $$aPereira, Ana I.,$$eeditor.
001452192 7001_ $$aKošir, Andrej,$$eeditor.
001452192 7001_ $$aFernandes, Florbela P.,$$eeditor.
001452192 7001_ $$aPacheco, Maria F.,$$eeditor.
001452192 7001_ $$aTeixeira, João P.,$$eeditor.
001452192 7001_ $$aLopes, Rui P.,$$eeditor.
001452192 77608 $$iPrint version:$$aInternational Conference on Optimization, Learning Algorithms and Applications (2nd : 2022 : Bragança, Portugal), creator.$$tOptimization, learning algorithms and applications.$$dCham : Springer, 2023$$z9783031232350$$w(OCoLC)1351688580
001452192 830_0 $$aCommunications in computer and information science ;$$v1754.
001452192 852__ $$bebk
001452192 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-23236-7$$zOnline Access$$91397441.1
001452192 909CO $$ooai:library.usi.edu:1452192$$pGLOBAL_SET
001452192 980__ $$aBIB
001452192 980__ $$aEBOOK
001452192 982__ $$aEbook
001452192 983__ $$aOnline
001452192 994__ $$a92$$bISE